0.14.1 initial dayglo

2024-10-20 13:05:00 +11:00
parent b043cc5186
commit b5255e4996
12 changed files with 364 additions and 13 deletions
@@ -0,0 +1,21 @@
+FROM python:3.9-slim
+
+# Install dependencies
+RUN apt-get update && apt-get install -y \
+    libopencv-dev \
+    python3-opencv \
+ && rm -rf /var/lib/apt/lists/*
+
+# Install Python packages
+RUN pip install --no-cache-dir \
+    paho-mqtt \
+    requests \
+    numpy
+
+# Copy the dayglo detector script
+COPY dayglo_detector.py /app/dayglo_detector.py
+
+WORKDIR /app
+
+CMD ["python", "dayglo_detector.py"]
+
@@ -0,0 +1,75 @@
+import os
+import paho.mqtt.client as mqtt
+import json
+import requests
+import cv2
+import numpy as np
+import threading
+
+# Configuration from environment variables
+MQTT_BROKER = os.environ.get('MQTT_BROKER', 'frigate')
+MQTT_PORT = int(os.environ.get('MQTT_PORT', '1883'))
+MQTT_USERNAME = os.environ.get('MQTT_USERNAME')
+MQTT_PASSWORD = os.environ.get('MQTT_PASSWORD')
+MQTT_TOPIC_SUBSCRIBE = 'frigate/events'
+MQTT_TOPIC_PUBLISH = 'homeassistant/sensor/dayglo_rating/state'
+FRIGATE_URL = os.environ.get('FRIGATE_URL', 'http://frigate:5000')
+INTERESTED_ZONES = ['Door_Front']
+
+def calculate_dayglo_rating(image):
+    hsv_image = cv2.cvtColor(image, cv2.COLOR_BGR2HSV)
+    # Define HSV range for "dayglo" colors (adjust as needed)
+    lower_color = np.array([20, 100, 100])
+    upper_color = np.array([40, 255, 255])
+    # Create a mask for the colors
+    mask = cv2.inRange(hsv_image, lower_color, upper_color)
+    # Calculate the percentage of "dayglo" pixels
+    dayglo_pixels = cv2.countNonZero(mask)
+    total_pixels = image.shape[0] * image.shape[1]
+    dayglo_rating = (dayglo_pixels / total_pixels) * 100
+    return dayglo_rating
+
+def on_connect(client, userdata, flags, rc):
+    print("Connected to MQTT broker")
+    client.subscribe(MQTT_TOPIC_SUBSCRIBE)
+
+def on_message(client, userdata, msg):
+    payload = json.loads(msg.payload)
+    event_type = payload.get('type')
+    after = payload.get('after', {})
+    label = after.get('label')
+
+    if event_type == 'new' and label == 'person':
+        zones = after.get('entered_zones', [])
+        if any(zone in INTERESTED_ZONES for zone in zones):
+            threading.Thread(target=process_event, args=(after,)).start()
+
+def process_event(event_data):
+    event_id = event_data.get('id')
+    camera = event_data.get('camera')
+    # Get the snapshot URL for the event
+    snapshot_url = f"{FRIGATE_URL}/api/events/{event_id}/snapshot.jpg"
+    # Retrieve the snapshot
+    response = requests.get(snapshot_url)
+    if response.status_code == 200:
+        np_arr = np.frombuffer(response.content, np.uint8)
+        image = cv2.imdecode(np_arr, cv2.IMREAD_COLOR)
+        if image is not None:
+            dayglo_rating = calculate_dayglo_rating(image)
+            print(f"Dayglo Rating: {dayglo_rating:.2f}%")
+            # Publish the rating to Home Assistant
+            client.publish(MQTT_TOPIC_PUBLISH, f"{dayglo_rating:.2f}")
+        else:
+            print("Failed to decode image")
+    else:
+        print(f"Failed to retrieve snapshot: {response.status_code}")
+
+client = mqtt.Client()
+if MQTT_USERNAME and MQTT_PASSWORD:
+    client.username_pw_set(MQTT_USERNAME, MQTT_PASSWORD)
+client.on_connect = on_connect
+client.on_message = on_message
+
+client.connect(MQTT_BROKER, MQTT_PORT, 60)
+client.loop_forever()
+
@@ -0,0 +1,17 @@
+  dayglo_detector:
+    container_name: dayglo_detector
+    build:
+      context: ./dayglo_detector
+    restart: always
+    volumes:
+      - /etc/localtime:/etc/localtime:ro
+    environment:
+      MQTT_BROKER: 'frigate'
+      MQTT_PORT: '1883'
+      MQTT_USERNAME: 'your_mqtt_username'  # Optional
+      MQTT_PASSWORD: 'your_mqtt_password'  # Optional
+      FRIGATE_URL: 'http://frigate:5000'
+      INTERESTED_ZONES: 'Door_Front'
+    depends_on:
+      - frigate
+